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Transcriptomic Analysis Reveals Candidate Genes Responding Maize Gray Leaf Spot Caused by Cercospora zeina
Gray leaf spot (GLS), caused by the fungal pathogen Cercospora zeina (C. zeina), is one of the most destructive soil-borne diseases in maize (Zea mays L.), and severely reduces maize production in Southwest China. However, the mechanism of resistance to GLS is not clear and few resistant alleles hav...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8625984/ https://www.ncbi.nlm.nih.gov/pubmed/34834621 http://dx.doi.org/10.3390/plants10112257 |
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author | He, Wenzhu Zhu, Yonghui Leng, Yifeng Yang, Lin Zhang, Biao Yang, Junpin Zhang, Xiao Lan, Hai Tang, Haitao Chen, Jie Gao, Shibin Tan, Jun Kang, Jiwei Deng, Luchang Li, Yan He, Yuanyuan Rong, Tingzhao Cao, Moju |
author_facet | He, Wenzhu Zhu, Yonghui Leng, Yifeng Yang, Lin Zhang, Biao Yang, Junpin Zhang, Xiao Lan, Hai Tang, Haitao Chen, Jie Gao, Shibin Tan, Jun Kang, Jiwei Deng, Luchang Li, Yan He, Yuanyuan Rong, Tingzhao Cao, Moju |
author_sort | He, Wenzhu |
collection | PubMed |
description | Gray leaf spot (GLS), caused by the fungal pathogen Cercospora zeina (C. zeina), is one of the most destructive soil-borne diseases in maize (Zea mays L.), and severely reduces maize production in Southwest China. However, the mechanism of resistance to GLS is not clear and few resistant alleles have been identified. Two maize inbred lines, which were shown to be resistant (R6) and susceptible (S8) to GLS, were injected by C. zeina spore suspensions. Transcriptome analysis was carried out with leaf tissue at 0, 6, 24, 144, and 240 h after inoculation. Compared with 0 h of inoculation, a total of 667 and 419 stable common differentially expressed genes (DEGs) were found in the resistant and susceptible lines across the four timepoints, respectively. The DEGs were usually enriched in ‘response to stimulus’ and ‘response to stress’ in GO term analysis, and ‘plant–pathogen interaction’, ‘MAPK signaling pathways’, and ‘plant hormone signal transduction’ pathways, which were related to maize’s response to GLS, were enriched in KEGG analysis. Weighted-Genes Co-expression Network Analysis (WGCNA) identified two modules, while twenty hub genes identified from these indicated that plant hormone signaling, calcium signaling pathways, and transcription factors played a central role in GLS sensing and response. Combing DEGs and QTL mapping, five genes were identified as the consensus genes for the resistance of GLS. Two genes, were both putative Leucine-rich repeat protein kinase family proteins, specifically expressed in R6. In summary, our results can provide resources for gene mining and exploring the mechanism of resistance to GLS in maize. |
format | Online Article Text |
id | pubmed-8625984 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-86259842021-11-27 Transcriptomic Analysis Reveals Candidate Genes Responding Maize Gray Leaf Spot Caused by Cercospora zeina He, Wenzhu Zhu, Yonghui Leng, Yifeng Yang, Lin Zhang, Biao Yang, Junpin Zhang, Xiao Lan, Hai Tang, Haitao Chen, Jie Gao, Shibin Tan, Jun Kang, Jiwei Deng, Luchang Li, Yan He, Yuanyuan Rong, Tingzhao Cao, Moju Plants (Basel) Article Gray leaf spot (GLS), caused by the fungal pathogen Cercospora zeina (C. zeina), is one of the most destructive soil-borne diseases in maize (Zea mays L.), and severely reduces maize production in Southwest China. However, the mechanism of resistance to GLS is not clear and few resistant alleles have been identified. Two maize inbred lines, which were shown to be resistant (R6) and susceptible (S8) to GLS, were injected by C. zeina spore suspensions. Transcriptome analysis was carried out with leaf tissue at 0, 6, 24, 144, and 240 h after inoculation. Compared with 0 h of inoculation, a total of 667 and 419 stable common differentially expressed genes (DEGs) were found in the resistant and susceptible lines across the four timepoints, respectively. The DEGs were usually enriched in ‘response to stimulus’ and ‘response to stress’ in GO term analysis, and ‘plant–pathogen interaction’, ‘MAPK signaling pathways’, and ‘plant hormone signal transduction’ pathways, which were related to maize’s response to GLS, were enriched in KEGG analysis. Weighted-Genes Co-expression Network Analysis (WGCNA) identified two modules, while twenty hub genes identified from these indicated that plant hormone signaling, calcium signaling pathways, and transcription factors played a central role in GLS sensing and response. Combing DEGs and QTL mapping, five genes were identified as the consensus genes for the resistance of GLS. Two genes, were both putative Leucine-rich repeat protein kinase family proteins, specifically expressed in R6. In summary, our results can provide resources for gene mining and exploring the mechanism of resistance to GLS in maize. MDPI 2021-10-22 /pmc/articles/PMC8625984/ /pubmed/34834621 http://dx.doi.org/10.3390/plants10112257 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article He, Wenzhu Zhu, Yonghui Leng, Yifeng Yang, Lin Zhang, Biao Yang, Junpin Zhang, Xiao Lan, Hai Tang, Haitao Chen, Jie Gao, Shibin Tan, Jun Kang, Jiwei Deng, Luchang Li, Yan He, Yuanyuan Rong, Tingzhao Cao, Moju Transcriptomic Analysis Reveals Candidate Genes Responding Maize Gray Leaf Spot Caused by Cercospora zeina |
title | Transcriptomic Analysis Reveals Candidate Genes Responding Maize Gray Leaf Spot Caused by Cercospora zeina |
title_full | Transcriptomic Analysis Reveals Candidate Genes Responding Maize Gray Leaf Spot Caused by Cercospora zeina |
title_fullStr | Transcriptomic Analysis Reveals Candidate Genes Responding Maize Gray Leaf Spot Caused by Cercospora zeina |
title_full_unstemmed | Transcriptomic Analysis Reveals Candidate Genes Responding Maize Gray Leaf Spot Caused by Cercospora zeina |
title_short | Transcriptomic Analysis Reveals Candidate Genes Responding Maize Gray Leaf Spot Caused by Cercospora zeina |
title_sort | transcriptomic analysis reveals candidate genes responding maize gray leaf spot caused by cercospora zeina |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8625984/ https://www.ncbi.nlm.nih.gov/pubmed/34834621 http://dx.doi.org/10.3390/plants10112257 |
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